Operational Outcome Prediction on EHRSHOT Operational Outcomes
81.8AUROCCLMBR-T
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLMBR-TSample Size (n)=All2026.03 | 81.8 | — | |
| Local-RubricSample Size (n)=All2026.03 | 80.2 | — | |
| Global-Rubric-AutoSample Size (n)=All2026.03 | 79 | — | |
| Global-RubricSample Size (n)=All2026.03 | 78.6 | — | |
| Local-Rubric-GenericSample Size (n)=All2026.03 | 78.1 | — | |
| Global-Rubric-BlindSample Size (n)=All2026.03 | 77.6 | — | |
| NaiveTextSample Size (n)=All2026.03 | 77.5 | — | |
| Global-Rubric-TabularSample Size (n)=All2026.03 | 75.6 | — | |
| Global-RubricSample Size (n)=402026.03 | 75.2 | — | |
| CLMBR-TSample Size (n)=402026.03 | 74.5 | — | |
| Local-RubricSample Size (n)=402026.03 | 74.4 | — | |
| Count-GBMSample Size (n)=All2026.03 | 74.1 | — | |
| Global-Rubric-AutoSample Size (n)=402026.03 | 74 | — | |
| Local-Rubric-GenericSample Size (n)=402026.03 | 73.4 | — | |
| NaiveTextSample Size (n)=402026.03 | 73.2 | — | |
| Global-Rubric-BlindSample Size (n)=402026.03 | 70.8 | — | |
| GPT5-Mini-CoTSample Size (n)=02026.03 | 68 | — | |
| Global-Rubric-TabularSample Size (n)=402026.03 | 67.5 | — | |
| Qwen3-8B-CoTSample Size (n)=02026.03 | 63.9 | — | |
| Count-GBMSample Size (n)=402026.03 | 62.5 | — | |
| CLMBR-Tn=402026.03 | — | 33.7 | |
| CLMBR-Tn=All2026.03 | — | 42.5 | |
| Count-GBMn=402026.03 | — | 20.1 | |
| Count-GBMn=All2026.03 | — | 28.1 | |
| Global-Rubricn=402026.03 | — | 29.8 | |
| Global-Rubricn=All2026.03 | — | 33.9 | |
| Global-Rubric-Auton=402026.03 | — | 28.5 | |
| Global-Rubric-Auton=All2026.03 | — | 34.3 | |
| Global-Rubric-Blindn=402026.03 | — | 26.3 | |
| Global-Rubric-Blindn=All2026.03 | — | 32.1 | |
| Global-Rubric-Tabularn=402026.03 | — | 24.5 | |
| Global-Rubric-Tabularn=All2026.03 | — | 32.8 | |
| GPT5-Mini-CoTn=02026.03 | — | 22.1 | |
| Local-Rubricn=402026.03 | — | 29.9 | |
| Local-Rubricn=All2026.03 | — | 34.1 | |
| Local-Rubric-Genericn=402026.03 | — | 29.6 | |
| Local-Rubric-Genericn=All2026.03 | — | 33.5 | |
| NaiveTextn=402026.03 | — | 27.1 | |
| NaiveTextn=All2026.03 | — | 31.5 | |
| Qwen3-8B-CoTn=02026.03 | — | 18.5 |